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Table 6 ROC AUC scores comparison (non-stratified) between KGE-based models with and without semantic types information (ST) added to the training set

From: Dyport: dynamic importance-based biomedical hypothesis generation benchmarking technique

 

ComplEx

DistMult

HolE

TransE

No ST

0.564

0.680

0.595

0.549

ST

0.693

0.697

0.718

0.678